Optimization based extreme learning machine : applications and data-driven extensions

• Main Author: Zong, Weiwei
• Other Authors: Huang Guangbin
• Format: Theses and Dissertations
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/54858
• Institution: Nanyang Technological University

Artificial neural network, or commonly referred to as ''neural network'', is a successful example of how human nature has led technology. However, traditional learning algorithms in neural network require iterative parameter tuning and often suffer from problems like local minimu...